145 citations · 216 across the 8 of their papers we have counts for
Showing 2016Show all
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q-bio.QM2016★ 8 cited
Unsupervised cryo-EM data clustering through adaptively constrained K-means algorithm
Yaofang Xu, Jiayi Wu, Chang-Cheng Yin +1
In single-particle cryo-electron microscopy (cryo-EM), K-means clustering algorithm is widely used in unsupervised 2D classification of projection images of biological macromolecul…
physics.data-an2016★ 145 cited
A deep convolutional neural network approach to single-particle recognition in cryo-electron microscopy
Yanan Zhu, Qi Ouyang, Youdong Mao
Background: Single-particle cryo-electron microscopy (cryo-EM) has become a popular tool for structural determination of biological macromolecular complexes. High-resolution cryo-E…
physics.data-an2016★ 50 cited
Unsupervised single-particle deep clustering via statistical manifold learning
Jiayi Wu, Yong-Bei Ma, Charles Congdon +4
Motivation: Structural heterogeneity in single-particle cryo-electron microscopy (cryo-EM) data represents a major challenge for high-resolution structure determination. Unsupervis…